Jinliang Deng
4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (11)
β
The Questioner
Conferences
IJCAI (3)
NIPS (1)
Top co-authors
Keywords
representation learning
(3)
time series forecasting
(2)
domain generalization
(1)
tensor time series
(1)
spatiotemporal forecasting
(1)
adaptive normalization
(1)
parameter efficiency
(1)
masked autoencoder
(1)
self-supervised pre-training
(1)
spatio-temporal datum
(1)
long-term forecasting
(1)
time series decomposition
(1)
model efficiency
(1)
gaussian mixture
(1)
neural network
(1)
spatial-temporal decoupling
(1)
model compression
(1)
spatio-temporal out-of-distribution
(1)
sequence modeling
(1)
Papers
CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning
IJCAI 2025
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
NIPS 2024
Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
IJCAI 2024
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting
IJCAI 2023